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Temporal Gradient Inversion for Private Trajectory Reconstruction in Embodied Reinforcement Learning

Bhujel, Sudip et al.
arXiv (All) · Papers
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Distributed learning in embodied reinforcement-learning agents offers a degree of privacy by retaining raw sensor data on-device and transmitting only policy gradients to the server. Yet temporal structure can amplify this leakage beyond single-frame attacks. We introduce Temporal Reconstruction Att
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